biorreactor

Dataset statistics

Number of variables	18
Number of observations	471717
Missing cells	879068
Missing cells (%)	10.4%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	64.8 MiB
Average record size in memory	144.0 B

Variable types

DateTime	1
Numeric	17

Alerts

`aire_cupula_bt` is highly overall correlated with `peso_bt` and 2 other fields	High correlation
`aire_sparger_bt` is highly overall correlated with `ph_cultivo_bt` and 2 other fields	High correlation
`peso_bt` is highly overall correlated with `aire_cupula_bt` and 2 other fields	High correlation
`ph_cultivo_bt` is highly overall correlated with `aire_sparger_bt` and 2 other fields	High correlation
`pres_bio_bt` is highly overall correlated with `peso_bt`	High correlation
`pres_par_O2_1_bt` is highly overall correlated with `aire_cupula_bt` and 4 other fields	High correlation
`pres_parcial_O2_bt` is highly overall correlated with `aire_sparger_bt` and 2 other fields	High correlation
`total_antiespumante_bt` is highly overall correlated with `total_sol_base_bt`	High correlation
`total_sol_base_bt` is highly overall correlated with `total_antiespumante_bt`	High correlation
`vel_agitacion_bt` is highly overall correlated with `aire_cupula_bt` and 2 other fields	High correlation
`vel_agitacion_bt` has 39840 (8.4%) missing values	Missing
`aire_sparger_bt` has 39840 (8.4%) missing values	Missing
`pres_bio_bt` has 39827 (8.4%) missing values	Missing
`pres_par_O2_1_bt` has 87715 (18.6%) missing values	Missing
`pres_par_O2_2_bt` has 226371 (48.0%) missing values	Missing
`aire_cupula_bt` has 39838 (8.4%) missing values	Missing
`peso_bt` has 39829 (8.4%) missing values	Missing
`ph_1_bt` has 44959 (9.5%) missing values	Missing
`ph_2_bt` has 41993 (8.9%) missing values	Missing
`antiespumante_bt` has 39839 (8.4%) missing values	Missing
`total_antiespumante_bt` has 39832 (8.4%) missing values	Missing
`sol_base_bt` has 39839 (8.4%) missing values	Missing
`total_sol_base_bt` has 39833 (8.4%) missing values	Missing
`pres_parcial_O2_bt` has 39837 (8.4%) missing values	Missing
`ph_cultivo_bt` has 39840 (8.4%) missing values	Missing
`temp_bt` has 39836 (8.4%) missing values	Missing
`ph_1_bt` is highly skewed (γ1 = -99.57291661)	Skewed
`vel_agitacion_bt` has 212983 (45.2%) zeros	Zeros
`aire_sparger_bt` has 364359 (77.2%) zeros	Zeros
`pres_par_O2_1_bt` has 280302 (59.4%) zeros	Zeros
`pres_par_O2_2_bt` has 185717 (39.4%) zeros	Zeros
`aire_cupula_bt` has 174461 (37.0%) zeros	Zeros
`peso_bt` has 70934 (15.0%) zeros	Zeros
`antiespumante_bt` has 385309 (81.7%) zeros	Zeros
`total_antiespumante_bt` has 60410 (12.8%) zeros	Zeros
`sol_base_bt` has 402514 (85.3%) zeros	Zeros
`total_sol_base_bt` has 176605 (37.4%) zeros	Zeros
`ph_cultivo_bt` has 44084 (9.3%) zeros	Zeros
`temp_bt` has 25125 (5.3%) zeros	Zeros

Reproduction

Analysis started	2024-10-12 18:09:45.494398
Analysis finished	2024-10-12 18:10:24.464139
Duration	38.97 seconds
Software version	ydata-profiling v0.0.dev0
Download configuration	config.json

f_h_bt
Date

Distinct	52413
Distinct (%)	11.1%
Missing	0
Missing (%)	0.0%
Memory size	3.6 MiB

Minimum	2023-03-14 23:00:00+00:00
Maximum	2024-09-10 22:00:00+00:00

Histogram

Histogram with fixed size bins (bins=50)

vel_agitacion_bt
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	29312
Distinct (%)	6.8%
Missing	39840
Missing (%)	8.4%
Infinite	0
Infinite (%)	0.0%
Mean	22.264953

Minimum	0
Maximum	84
Zeros	212983
Zeros (%)	45.2%
Negative	0
Negative (%)	0.0%
Memory size	3.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	6.1440002
Q3	29.656006
95-th percentile	80
Maximum	84
Range	84
Interquartile range (IQR)	29.656006

Descriptive statistics

Standard deviation	29.388784
Coefficient of variation (CV)	1.3199571
Kurtosis	-0.34932571
Mean	22.264953
Median Absolute Deviation (MAD)	6.1440002
Skewness	1.0974854
Sum	9615721.3
Variance	863.70063
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	212983	45.2%
20	60132	12.7%
80	57343	12.2%
72	22049	4.7%
44	8447	1.8%
36	7381	1.6%
29.60799561	1552	0.3%
29.59200439	1548	0.3%
40	1507	0.3%
29.63199463	1057	0.2%
Other values (29302)	57878	12.3%
(Missing)	39840	8.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	212983	45.2%
2.879998779	1	< 0.1%
3.032000732	1	< 0.1%
3.088000488	1	< 0.1%
3.096002197	1	< 0.1%
3.111999512	2	< 0.1%
3.12800293	5	< 0.1%
3.128008392	1	< 0.1%
3.128163024	1	< 0.1%
3.12816351	1	< 0.1%

Value	Count	Frequency (%)
84	274	0.1%
80	57343	12.2%
79.99999067	1	< 0.1%
79.99995117	1	< 0.1%
79.99991745	1	< 0.1%
79.99990776	1	< 0.1%
79.99987793	2	< 0.1%
79.99984741	1	< 0.1%
79.99980469	1	< 0.1%
79.99977417	1	< 0.1%

aire_sparger_bt
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	21943
Distinct (%)	5.1%
Missing	39840
Missing (%)	8.4%
Infinite	0
Infinite (%)	0.0%
Mean	67.826063

Minimum	-794.33599
Maximum	805.696
Zeros	364359
Zeros (%)	77.2%
Negative	40
Negative (%)	< 0.1%
Memory size	3.6 MiB

Quantile statistics

Minimum	-794.33599
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	799.896
Maximum	805.696
Range	1600.032
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	220.13078
Coefficient of variation (CV)	3.245519
Kurtosis	7.1406655
Mean	67.826063
Median Absolute Deviation (MAD)	0
Skewness	3.0199209
Sum	29292517
Variance	48457.559
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	364359	77.2%
799.9199707	4669	1.0%
799.7919922	3854	0.8%
799.8959961	3390	0.7%
799.9040039	2359	0.5%
799.9439941	1929	0.4%
799.8640137	1877	0.4%
799.952002	1611	0.3%
799.8799805	1506	0.3%
799.9120117	1322	0.3%
Other values (21933)	45001	9.5%
(Missing)	39840	8.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-794.3359863	1	< 0.1%
-788.3519531	1	< 0.1%
-0.2719997406	1	< 0.1%
-0.263999939	1	< 0.1%
-0.2240001678	1	< 0.1%
-0.2	5	< 0.1%
-0.1759998322	1	< 0.1%
-0.1680000305	1	< 0.1%
-0.1279998779	2	< 0.1%
-0.1119998932	3	< 0.1%

Value	Count	Frequency (%)
805.6959961	455	0.1%
802.4080078	537	0.1%
801.752002	109	< 0.1%
800.1199707	786	0.2%
800.0640137	1216	0.3%
800.0560059	1317	0.3%
800.0239746	1007	0.2%
800.0080078	1126	0.2%
799.9919922	456	0.1%
799.9759766	461	0.1%

pres_bio_bt
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	182146
Distinct (%)	42.2%
Missing	39827
Missing (%)	8.4%
Infinite	0
Infinite (%)	0.0%
Mean	231.58039

Minimum	-17.678558
Maximum	815.40313
Zeros	2587
Zeros (%)	0.5%
Negative	156125
Negative (%)	33.1%
Memory size	3.6 MiB

Quantile statistics

Minimum	-17.678558
5-th percentile	-2.0994725
Q1	-0.60184937
median	2.2719344
Q3	480
95-th percentile	753.85596
Maximum	815.40313
Range	833.08168
Interquartile range (IQR)	480.60185

Descriptive statistics

Standard deviation	273.78591
Coefficient of variation (CV)	1.18225
Kurtosis	-1.2819045
Mean	231.58039
Median Absolute Deviation (MAD)	4.5898274
Skewness	0.52666974
Sum	1.0001725 × 10⁸
Variance	74958.724
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
480	150719	32.0%
799.9919922	20256	4.3%
659.7328125	3794	0.8%
0	2587	0.5%
753.855957	2179	0.5%
693.7148926	1279	0.3%
640.9678711	1248	0.3%
716.7102539	1235	0.3%
-0.7841430664	1130	0.2%
-0.7638916016	918	0.2%
Other values (182136)	246545	52.3%
(Missing)	39827	8.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-17.67855826	1	< 0.1%
-17.46685468	1	< 0.1%
-17.40801237	1	< 0.1%
-17.40423101	1	< 0.1%
-17.40284387	1	< 0.1%
-17.39293823	1	< 0.1%
-17.38617579	1	< 0.1%
-17.36105496	1	< 0.1%
-17.36061863	1	< 0.1%
-17.33317647	1	< 0.1%

Value	Count	Frequency (%)
815.403125	189	< 0.1%
812.6696289	138	< 0.1%
799.9919922	20256	4.3%
799.8291548	1	< 0.1%
799.391338	1	< 0.1%
799.278426	1	< 0.1%
799.077949	1	< 0.1%
787.4319824	1	< 0.1%
777.5439941	1	< 0.1%
775.8	1	< 0.1%

pres_par_O2_1_bt
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	50890
Distinct (%)	13.3%
Missing	87715
Missing (%)	18.6%
Infinite	0
Infinite (%)	0.0%
Mean	460.67193

Minimum	-0.28136597
Maximum	12268.625
Zeros	280302
Zeros (%)	59.4%
Negative	9263
Negative (%)	2.0%
Memory size	3.6 MiB

Quantile statistics

Minimum	-0.28136597
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	5668.0852
Maximum	12268.625
Range	12268.906
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1750.3644
Coefficient of variation (CV)	3.79959
Kurtosis	13.964581
Mean	460.67193
Median Absolute Deviation (MAD)	0
Skewness	3.9001034
Sum	1.7689894 × 10⁸
Variance	3063775.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	280302	59.4%
-0.2813659668	9254	2.0%
9120.979687	3790	0.8%
6505.707813	2181	0.5%
5668.085156	1629	0.3%
248.8854736	1337	0.3%
7370.183594	1328	0.3%
6996.889844	1285	0.3%
167.4596191	1049	0.2%
7987.819531	1033	0.2%
Other values (50880)	80814	17.1%
(Missing)	87715	18.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.2813659668	9254	2.0%
-0.2218725676	1	< 0.1%
-0.1898950697	1	< 0.1%
-0.1892120976	1	< 0.1%
-0.1504498587	1	< 0.1%
-0.1471444051	1	< 0.1%
-0.1356840012	1	< 0.1%
-0.09656236762	1	< 0.1%
-0.09238882492	1	< 0.1%
-0.0571876545	1	< 0.1%

Value	Count	Frequency (%)
12268.625	41	< 0.1%
12235.15078	1	< 0.1%
12200.79766	1	< 0.1%
12138.02578	1	< 0.1%
12083.57969	1	< 0.1%
12013.67734	32	< 0.1%
12013.36273	1	< 0.1%
12002.17031	2	< 0.1%
11992.73203	1	< 0.1%
11976.50078	1	< 0.1%

pres_par_O2_2_bt
Real number (ℝ)

MISSING ZEROS

Distinct	10147
Distinct (%)	4.1%
Missing	226371
Missing (%)	48.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.76295263

Minimum	-0.0076965332
Maximum	89.740161
Zeros	185717
Zeros (%)	39.4%
Negative	47902
Negative (%)	10.2%
Memory size	3.6 MiB

Quantile statistics

Minimum	-0.0076965332
5-th percentile	-0.0055297852
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	89.740161
Range	89.747858
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	5.5391698
Coefficient of variation (CV)	7.2601751
Kurtosis	123.56108
Mean	0.76295263
Median Absolute Deviation (MAD)	0
Skewness	10.407117
Sum	187187.38
Variance	30.682402
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	185717	39.4%
-0.005529785156	46981	10.0%
-0.007696533203	727	0.2%
8	585	0.1%
78.38275757	20	< 0.1%
79.12711792	15	< 0.1%
78.82723389	13	< 0.1%
7.610464478	13	< 0.1%
28.45993042	12	< 0.1%
78.68264771	12	< 0.1%
Other values (10137)	11251	2.4%
(Missing)	226371	48.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.007696533203	727	0.2%
-0.005529785156	46981	10.0%
-0.005525782548	1	< 0.1%
-0.005519367462	1	< 0.1%
-0.005519161521	1	< 0.1%
-0.005514969802	1	< 0.1%
-0.005509946854	1	< 0.1%
-0.005508064171	1	< 0.1%
-0.005506218395	1	< 0.1%
-0.005506047471	1	< 0.1%

Value	Count	Frequency (%)
89.74016113	4	< 0.1%
89.73720789	1	< 0.1%
89.65920385	1	< 0.1%
89.63708413	1	< 0.1%
89.61322148	1	< 0.1%
89.59118919	1	< 0.1%
89.58363173	1	< 0.1%
89.58114014	9	< 0.1%
89.47863892	1	< 0.1%
89.42779541	6	< 0.1%

aire_cupula_bt
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	213252
Distinct (%)	49.4%
Missing	39838
Missing (%)	8.4%
Infinite	0
Infinite (%)	0.0%
Mean	4.7613908

Minimum	0
Maximum	157.07986
Zeros	174461
Zeros (%)	37.0%
Negative	0
Negative (%)	0.0%
Memory size	3.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	3.9997629
Q3	4.0001707
95-th percentile	21.119997
Maximum	157.07986
Range	157.07986
Interquartile range (IQR)	4.0001707

Descriptive statistics

Standard deviation	9.9105443
Coefficient of variation (CV)	2.081439
Kurtosis	34.037114
Mean	4.7613908
Median Absolute Deviation (MAD)	3.9997629
Skewness	5.13954
Sum	2056344.7
Variance	98.218888
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	174461	37.0%
40.47999878	3812	0.8%
21.11999664	3547	0.8%
6.6	3498	0.7%
22.43999634	2441	0.5%
17.15999756	2083	0.4%
11.87999878	1999	0.4%
5.279999924	1912	0.4%
26.39999695	1864	0.4%
28.16000366	1375	0.3%
Other values (213242)	234887	49.8%
(Missing)	39838	8.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	174461	37.0%
0.01962204832	1	< 0.1%
0.02326878684	1	< 0.1%
0.07128547617	1	< 0.1%
0.1315726093	1	< 0.1%
0.1423443709	1	< 0.1%
0.1841951646	1	< 0.1%
0.2217831827	1	< 0.1%
0.3634535565	1	< 0.1%
0.3980566611	1	< 0.1%

Value	Count	Frequency (%)
157.0798584	1	< 0.1%
100.7599487	211	< 0.1%
97.68005981	410	0.1%
96.79995117	745	0.2%
88.44005127	17	< 0.1%
81.84004517	42	< 0.1%
81.39996948	17	< 0.1%
80.95997314	93	< 0.1%
79.63997803	80	< 0.1%
77.8800415	19	< 0.1%

peso_bt
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	29717
Distinct (%)	6.9%
Missing	39829
Missing (%)	8.4%
Infinite	0
Infinite (%)	0.0%
Mean	398.10617

Minimum	-84.4
Maximum	1732.4
Zeros	70934
Zeros (%)	15.0%
Negative	147770
Negative (%)	31.3%
Memory size	3.6 MiB

Quantile statistics

Minimum	-84.4
5-th percentile	-18.4
Q1	-6
median	0
Q3	170.64
95-th percentile	1656
Maximum	1732.4
Range	1816.8
Interquartile range (IQR)	176.64

Descriptive statistics

Standard deviation	667.90672
Coefficient of variation (CV)	1.67771
Kurtosis	-0.42299138
Mean	398.10617
Median Absolute Deviation (MAD)	18
Skewness	1.231598
Sum	1.7193728 × 10⁸
Variance	446099.39
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	70934	15.0%
-18	15353	3.3%
-1.2	10058	2.1%
0.4	8174	1.7%
-18.4	7815	1.7%
-17.6	7179	1.5%
-17.2	5905	1.3%
-19.2	5475	1.2%
-6.8	4593	1.0%
-6.959999847	4335	0.9%
Other values (29707)	292067	61.9%
(Missing)	39829	8.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-84.4	91	< 0.1%
-84.08163405	1	< 0.1%
-84.07962254	1	< 0.1%
-84	36	< 0.1%
-70.4	1	< 0.1%
-70	1	< 0.1%
-69.77818471	1	< 0.1%
-69.6	1	< 0.1%
-68	17	< 0.1%
-67.6	78	< 0.1%

Value	Count	Frequency (%)
1732.4	3	< 0.1%
1732	1	< 0.1%
1720.4	1	< 0.1%
1718	6	< 0.1%
1717.6	14	< 0.1%
1717.2	15	< 0.1%
1716.8	27	< 0.1%
1716.4	36	< 0.1%
1716.211284	1	< 0.1%
1716	64	< 0.1%

ph_1_bt
Real number (ℝ)

MISSING SKEWED

Distinct	50417
Distinct (%)	11.8%
Missing	44959
Missing (%)	9.5%
Infinite	0
Infinite (%)	0.0%
Mean	-1.4290232

Minimum	-16705.317
Maximum	2049.6152
Zeros	174
Zeros (%)	< 0.1%
Negative	50531
Negative (%)	10.7%
Memory size	3.6 MiB

Quantile statistics

Minimum	-16705.317
5-th percentile	-4.6862289
Q1	1.5124306
median	1.7072765
Q3	5.8725303
95-th percentile	6.2720001
Maximum	2049.6152
Range	18754.932
Interquartile range (IQR)	4.3600998

Descriptive statistics

Standard deviation	142.28843
Coefficient of variation (CV)	-99.570415
Kurtosis	11636.234
Mean	-1.4290232
Median Absolute Deviation (MAD)	1.9420391
Skewness	-99.572917
Sum	-609847.09
Variance	20245.999
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6.272000122	23841	5.1%
-4.686228943	22828	4.8%
-0.2347625732	18573	3.9%
1.707276535	13834	2.9%
4.539850616	4451	0.9%
-0.1569252014	3568	0.8%
-527.3871582	3315	0.7%
1.587190247	3254	0.7%
1.305897903	3115	0.7%
1.630574226	3078	0.7%
Other values (50407)	326901	69.3%
(Missing)	44959	9.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-16705.31719	26	< 0.1%
-10298.18984	1	< 0.1%
-527.3871582	3315	0.7%
-526.3940933	1	< 0.1%
-526.1155903	1	< 0.1%
-525.0820986	1	< 0.1%
-516.1368823	1	< 0.1%
-515.2058735	1	< 0.1%
-191.6294922	1	< 0.1%
-8.040552655	1	< 0.1%

Value	Count	Frequency (%)
2049.615234	1	< 0.1%
1950.344922	1	< 0.1%
1883.366797	1	< 0.1%
1687.218359	1	< 0.1%
1554.458887	1	< 0.1%
1389.407324	1	< 0.1%
1357.113574	1	< 0.1%
1355.918262	1	< 0.1%
1344.499091	1	< 0.1%
1059.302637	4	< 0.1%

ph_2_bt
Real number (ℝ)

MISSING

Distinct	15484
Distinct (%)	3.6%
Missing	41993
Missing (%)	8.9%
Infinite	0
Infinite (%)	0.0%
Mean	-24.918618

Minimum	-389.26096
Maximum	178.7813
Zeros	276
Zeros (%)	0.1%
Negative	215057
Negative (%)	45.6%
Memory size	3.6 MiB

Quantile statistics

Minimum	-389.26096
5-th percentile	-389.26096
Q1	-0.2552742
median	-0.011331558
Q3	2.5092309
95-th percentile	5.879974
Maximum	178.7813
Range	568.04226
Interquartile range (IQR)	2.7645051

Descriptive statistics

Standard deviation	92.918234
Coefficient of variation (CV)	-3.7288678
Kurtosis	11.278267
Mean	-24.918618
Median Absolute Deviation (MAD)	1.357432
Skewness	-3.620123
Sum	-10708128
Variance	8633.7982
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.2	64036	13.6%
-0.01133155823	46432	9.8%
-0.2552742004	42468	9.0%
-38.21071167	28873	6.1%
1.242311668	26562	5.6%
-389.2609619	25933	5.5%
1.300272942	22903	4.9%
-1.969050598	19862	4.2%
-0.8517827988	19006	4.0%
-0.1385864258	16902	3.6%
Other values (15474)	116747	24.7%
(Missing)	41993	8.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-389.2609619	25933	5.5%
-389.1811626	1	< 0.1%
-387.8849362	1	< 0.1%
-385.6619304	1	< 0.1%
-385.3407178	1	< 0.1%
-379.1654863	1	< 0.1%
-377.7421594	1	< 0.1%
-336.5587212	1	< 0.1%
-333.4207645	1	< 0.1%
-314.0435053	1	< 0.1%

Value	Count	Frequency (%)
178.7812988	4	< 0.1%
178.1812988	1	< 0.1%
175.8241699	1	< 0.1%
158.660083	1	< 0.1%
38.09625549	1	< 0.1%
11.98619843	1	< 0.1%
10.34707794	27	< 0.1%
10.33210297	1	< 0.1%
10.26894531	1	< 0.1%
10.19732208	1	< 0.1%

antiespumante_bt
Real number (ℝ)

MISSING ZEROS

Distinct	2019
Distinct (%)	0.5%
Missing	39839
Missing (%)	8.4%
Infinite	0
Infinite (%)	0.0%
Mean	82.530459

Minimum	-22.4
Maximum	1711.4491
Zeros	385309
Zeros (%)	81.7%
Negative	19766
Negative (%)	4.2%
Memory size	3.6 MiB

Quantile statistics

Minimum	-22.4
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1526.4
Maximum	1711.4491
Range	1733.8491
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	354.48992
Coefficient of variation (CV)	4.2952616
Kurtosis	14.579148
Mean	82.530459
Median Absolute Deviation (MAD)	0
Skewness	4.0634558
Sum	35643090
Variance	125663.1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	385309	81.7%
-18	2867	0.6%
-18.4	2528	0.5%
-14.4	2126	0.5%
-17.2	2017	0.4%
-17.6	1763	0.4%
-18.8	1542	0.3%
-0.4	1302	0.3%
-1.6	1247	0.3%
2	762	0.2%
Other values (2009)	30415	6.4%
(Missing)	39839	8.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-22.4	2	< 0.1%
-22	3	< 0.1%
-21.6	4	< 0.1%
-21.2	10	< 0.1%
-20.8	16	< 0.1%
-20.4	23	< 0.1%
-20	28	< 0.1%
-19.68075124	1	< 0.1%
-19.6	47	< 0.1%
-19.2	611	0.1%

Value	Count	Frequency (%)
1711.449056	1	< 0.1%
1710.587867	1	< 0.1%
1706.719481	1	< 0.1%
1706	17	< 0.1%
1705.6	25	< 0.1%
1705.591693	1	< 0.1%
1705.505852	1	< 0.1%
1705.457903	1	< 0.1%
1705.2	31	< 0.1%
1705.058271	1	< 0.1%

total_antiespumante_bt
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	35087
Distinct (%)	8.1%
Missing	39832
Missing (%)	8.4%
Infinite	0
Infinite (%)	0.0%
Mean	40.102418

Minimum	0
Maximum	8199.6
Zeros	60410
Zeros (%)	12.8%
Negative	0
Negative (%)	0.0%
Memory size	3.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4.9599998
median	14.88
Q3	40.8
95-th percentile	126.48002
Maximum	8199.6
Range	8199.6
Interquartile range (IQR)	35.84

Descriptive statistics

Standard deviation	138.60133
Coefficient of variation (CV)	3.4561838
Kurtosis	363.77702
Mean	40.102418
Median Absolute Deviation (MAD)	10.880476
Skewness	16.050576
Sum	17319633
Variance	19210.328
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	60410	12.8%
9.919999695	30184	6.4%
7.43999939	28946	6.1%
14.88000031	19846	4.2%
17.36000061	19360	4.1%
12.4	19128	4.1%
49.59999084	16601	3.5%
4.959999847	13138	2.8%
24.80000153	9760	2.1%
59.51998901	8257	1.8%
Other values (35077)	206255	43.7%
(Missing)	39832	8.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	60410	12.8%
0.002796132197	1	< 0.1%
0.004837127198	1	< 0.1%
0.00974709501	1	< 0.1%
0.01114275186	1	< 0.1%
0.01336322829	1	< 0.1%
0.01440595995	1	< 0.1%
0.01606404052	1	< 0.1%
0.01717965255	1	< 0.1%
0.01790767497	1	< 0.1%

Value	Count	Frequency (%)
8199.6	2	< 0.1%
7966.627657	1	< 0.1%
6886.6272	1	< 0.1%
5806.628343	1	< 0.1%
4726.6272	1	< 0.1%
3646.628057	1	< 0.1%
2987.585547	479	0.1%
2820.466423	1	< 0.1%
2656.748096	1	< 0.1%
2647.073145	1	< 0.1%

sol_base_bt
Real number (ℝ)

MISSING ZEROS

Distinct	26880
Distinct (%)	6.2%
Missing	39839
Missing (%)	8.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.2396154

Minimum	0
Maximum	80
Zeros	402514
Zeros (%)	85.3%
Negative	0
Negative (%)	0.0%
Memory size	3.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.91884852
Maximum	80
Range	80
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.1916776
Coefficient of variation (CV)	4.9732928
Kurtosis	198.06249
Mean	0.2396154
Median Absolute Deviation (MAD)	0
Skewness	8.4134001
Sum	103484.62
Variance	1.4200954
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	402514	85.3%
8	2185	0.5%
7.610464478	37	< 0.1%
2.400146484	18	< 0.1%
7.609883881	17	< 0.1%
7.200439453	15	< 0.1%
2.399963379	15	< 0.1%
4.799926758	14	< 0.1%
48	14	< 0.1%
4.800292969	13	< 0.1%
Other values (26870)	27036	5.7%
(Missing)	39839	8.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	402514	85.3%
3.051757858 × 10^-7	1	< 0.1%
8.585711509 × 10^-7	1	< 0.1%
3.277489783 × 10^-6	1	< 0.1%
4.588888731 × 10^-6	1	< 0.1%
1.266804469 × 10^-5	1	< 0.1%
2.228564413 × 10^-5	1	< 0.1%
2.31698436 × 10^-5	1	< 0.1%
2.376482648 × 10^-5	1	< 0.1%
2.86196768 × 10^-5	1	< 0.1%

Value	Count	Frequency (%)
80	1	< 0.1%
72	1	< 0.1%
48	14	< 0.1%
46.86744091	1	< 0.1%
45.76459981	1	< 0.1%
32.52447157	1	< 0.1%
28.69340853	1	< 0.1%
27.79323548	1	< 0.1%
20.06333269	1	< 0.1%
14.11384463	1	< 0.1%

total_sol_base_bt
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	46979
Distinct (%)	10.9%
Missing	39833
Missing (%)	8.4%
Infinite	0
Infinite (%)	0.0%
Mean	2146.3373

Minimum	0
Maximum	22260.513
Zeros	176605
Zeros (%)	37.4%
Negative	0
Negative (%)	0.0%
Memory size	3.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	23.901222
Q3	4386.6762
95-th percentile	8224.4727
Maximum	22260.513
Range	22260.513
Interquartile range (IQR)	4386.6762

Descriptive statistics

Standard deviation	3285.6851
Coefficient of variation (CV)	1.5308335
Kurtosis	2.1249031
Mean	2146.3373
Median Absolute Deviation (MAD)	23.901222
Skewness	1.5016318
Sum	9.2696875 × 10⁸
Variance	10795726
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	176605	37.4%
2014.737695	14386	3.0%
7684.094531	4559	1.0%
11393.56953	4070	0.9%
8099.764844	3942	0.8%
11.8683548	3770	0.8%
14.3049881	3726	0.8%
62.8109314	3386	0.7%
4386.676172	3250	0.7%
6431.4	2980	0.6%
Other values (46969)	211210	44.8%
(Missing)	39833	8.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	176605	37.4%
0.01666003704	1	< 0.1%
0.0167649371	1	< 0.1%
0.01684833063	1	< 0.1%
0.03293879197	1	< 0.1%
0.03316664088	1	< 0.1%
0.03615813777	1	< 0.1%
0.0439114691	1	< 0.1%
0.0715862416	1	< 0.1%
0.08394892034	1	< 0.1%

Value	Count	Frequency (%)
22260.5125	1	< 0.1%
22105.09613	1	< 0.1%
21906.81499	1	< 0.1%
21708.53363	1	< 0.1%
21510.25238	1	< 0.1%
21311.5077	1	< 0.1%
21113.68988	1	< 0.1%
21070.66875	852	0.2%
21016.14219	1	< 0.1%
20983.20625	1	< 0.1%

pres_parcial_O2_bt
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	85855
Distinct (%)	19.9%
Missing	39837
Missing (%)	8.4%
Infinite	0
Infinite (%)	0.0%
Mean	797.81382

Minimum	-14.840857
Maximum	32921.481
Zeros	136
Zeros (%)	< 0.1%
Negative	19534
Negative (%)	4.1%
Memory size	3.6 MiB

Quantile statistics

Minimum	-14.840857
5-th percentile	0.17705969
Q1	480
median	741.76357
Q3	799.99199
95-th percentile	809.7085
Maximum	32921.481
Range	32936.322
Interquartile range (IQR)	319.99199

Descriptive statistics

Standard deviation	2630.5987
Coefficient of variation (CV)	3.2972589
Kurtosis	142.99772
Mean	797.81382
Median Absolute Deviation (MAD)	58.228418
Skewness	11.949902
Sum	3.4455983 × 10⁸
Variance	6920049.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
799.9919922	174271	36.9%
480	14851	3.1%
734.0049805	4572	1.0%
703.9084473	4072	0.9%
710.0310547	3947	0.8%
809.7084961	3731	0.8%
712.9417969	3648	0.8%
861.6889648	3318	0.7%
731.789209	3179	0.7%
741.7635742	2869	0.6%
Other values (85845)	213422	45.2%
(Missing)	39837	8.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-14.84085693	1	< 0.1%
-10.546875	1	< 0.1%
-10.46581812	1	< 0.1%
-10.46541518	1	< 0.1%
-10.40535583	1	< 0.1%
-10.38617345	1	< 0.1%
-10.38502773	1	< 0.1%
-10.22196953	1	< 0.1%
-10.20229146	1	< 0.1%
-10.18298932	1	< 0.1%

Value	Count	Frequency (%)
32921.48125	2835	0.6%
26400.29596	1	< 0.1%
943.9433594	777	0.2%
917.7376953	196	< 0.1%
916.7911133	110	< 0.1%
916.6861328	668	0.1%
905.0707031	607	0.1%
898.8673828	95	< 0.1%
883.7032722	1	< 0.1%
880.4666016	21	< 0.1%

ph_cultivo_bt
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	13382
Distinct (%)	3.1%
Missing	39840
Missing (%)	8.4%
Infinite	0
Infinite (%)	0.0%
Mean	543.93011

Minimum	-794.36797
Maximum	805.952
Zeros	44084
Zeros (%)	9.3%
Negative	3885
Negative (%)	0.8%
Memory size	3.6 MiB

Quantile statistics

Minimum	-794.36797
5-th percentile	0
Q1	5.8959961
median	799.91201
Q3	800.03999
95-th percentile	800.40801
Maximum	805.952
Range	1600.32
Interquartile range (IQR)	794.14399

Descriptive statistics

Standard deviation	381.34661
Coefficient of variation (CV)	0.70109488
Kurtosis	-0.74930803
Mean	543.93011
Median Absolute Deviation (MAD)	0.22397461
Skewness	-0.91924717
Sum	2.349109 × 10⁸
Variance	145425.24
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	44084	9.3%
800.0399902	19363	4.1%
799.9120117	12013	2.5%
799.9600098	9253	2.0%
800.3040039	8433	1.8%
799.9919922	8326	1.8%
800	8147	1.7%
799.9439941	8082	1.7%
799.8640137	7899	1.7%
799.9679688	7519	1.6%
Other values (13372)	298758	63.3%
(Missing)	39840	8.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-794.3679688	121	< 0.1%
-794.2719727	1	< 0.1%
-794.2239746	2	< 0.1%
-794.1839844	10	< 0.1%
-794.1359863	7	< 0.1%
-794.1120117	274	0.1%
-794.0959961	1	< 0.1%
-794.047998	1	< 0.1%
-793.8719727	1	< 0.1%
-793.8640137	2	< 0.1%

Value	Count	Frequency (%)
805.952002	442	0.1%
805.7679688	469	0.1%
802.352002	664	0.1%
801.9359863	551	0.1%
800.7359863	817	0.2%
800.6959961	1610	0.3%
800.6	1708	0.4%
800.5759766	2177	0.5%
800.5199707	560	0.1%
800.5120117	1337	0.3%

temp_bt
Real number (ℝ)

MISSING ZEROS

Distinct	218100
Distinct (%)	50.5%
Missing	39836
Missing (%)	8.4%
Infinite	0
Infinite (%)	0.0%
Mean	18.526823

Minimum	-0.4
Maximum	81.073239
Zeros	25125
Zeros (%)	5.3%
Negative	2
Negative (%)	< 0.1%
Memory size	3.6 MiB

Quantile statistics

Minimum	-0.4
5-th percentile	0
Q1	12.366531
median	16.359578
Q3	23.992437
95-th percentile	29.83653
Maximum	81.073239
Range	81.473239
Interquartile range (IQR)	11.625906

Descriptive statistics

Standard deviation	14.732128
Coefficient of variation (CV)	0.79517833
Kurtosis	8.0925512
Mean	18.526823
Median Absolute Deviation (MAD)	6.0555742
Skewness	2.393024
Sum	8001382.9
Variance	217.0356
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	25125	5.3%
80	15079	3.2%
20	5433	1.2%
29.60799561	5118	1.1%
3.208001709	3621	0.8%
29.63199463	2866	0.6%
3.2	2695	0.6%
29.6	2139	0.5%
3.176000977	2067	0.4%
29.61600342	1925	0.4%
Other values (218090)	365813	77.5%
(Missing)	39836	8.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.4	1	< 0.1%
-0.2479980469	1	< 0.1%
0	25125	5.3%
0.1342207533	1	< 0.1%
0.1572525757	1	< 0.1%
0.4239990234	1	< 0.1%
2.960000038	1	< 0.1%
2.976000977	1	< 0.1%
2.983999062	1	< 0.1%
2.984696145	1	< 0.1%

Value	Count	Frequency (%)
81.07323879	1	< 0.1%
80.99927861	1	< 0.1%
80.96800537	1	< 0.1%
80.83199463	1	< 0.1%
80.64000244	1	< 0.1%
80.56978423	1	< 0.1%
80.23727531	1	< 0.1%
80.14399414	1	< 0.1%
80	15079	3.2%
79.90183953	1	< 0.1%

id_bio
Real number (ℝ)

Distinct	9
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	13973.556

Minimum	13169
Maximum	14618
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.6 MiB

Quantile statistics

Minimum	13169
5-th percentile	13169
Q1	13171
median	14614
Q3	14616
95-th percentile	14618
Maximum	14618
Range	1449
Interquartile range (IQR)	1445

Descriptive statistics

Standard deviation	718.27665
Coefficient of variation (CV)	0.051402568
Kurtosis	-1.9499963
Mean	13973.556
Median Absolute Deviation (MAD)	4
Skewness	-0.22360426
Sum	6.5915637 × 10⁹
Variance	515921.34
Monotonicity	Increasing

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
13169	52413	11.1%
13170	52413	11.1%
13171	52413	11.1%
13172	52413	11.1%
14614	52413	11.1%
14615	52413	11.1%
14616	52413	11.1%
14617	52413	11.1%
14618	52413	11.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
13169	52413	11.1%
13170	52413	11.1%
13171	52413	11.1%
13172	52413	11.1%
14614	52413	11.1%
14615	52413	11.1%
14616	52413	11.1%
14617	52413	11.1%
14618	52413	11.1%

Value	Count	Frequency (%)
14618	52413	11.1%
14617	52413	11.1%
14616	52413	11.1%
14615	52413	11.1%
14614	52413	11.1%
13172	52413	11.1%
13171	52413	11.1%
13170	52413	11.1%
13169	52413	11.1%

Auto

Heatmap
Table

	aire_cupula_bt	aire_sparger_bt	antiespumante_bt	id_bio	peso_bt	ph_1_bt	ph_2_bt	ph_cultivo_bt	pres_bio_bt	pres_par_O2_1_bt	pres_par_O2_2_bt	pres_parcial_O2_bt	sol_base_bt	temp_bt	total_antiespumante_bt	total_sol_base_bt	vel_agitacion_bt
aire_cupula_bt	1.000	0.491	0.038	0.008	0.558	0.148	0.121	-0.411	-0.311	0.528	0.100	-0.258	0.152	0.032	-0.418	-0.423	0.596
aire_sparger_bt	0.491	1.000	0.097	0.089	0.073	-0.065	0.233	-0.564	0.374	0.589	0.239	-0.587	0.152	0.073	-0.332	-0.198	0.276
antiespumante_bt	0.038	0.097	1.000	0.020	-0.013	0.060	0.102	-0.057	-0.016	-0.072	0.145	-0.160	-0.014	0.420	-0.015	0.033	0.072
id_bio	0.008	0.089	0.020	1.000	-0.022	0.175	0.159	0.042	0.128	-0.071	0.018	0.056	-0.091	-0.012	0.004	-0.076	-0.030
peso_bt	0.558	0.073	-0.013	-0.022	1.000	0.440	-0.098	-0.209	-0.648	0.370	-0.162	-0.084	0.403	0.159	-0.113	-0.336	0.819
ph_1_bt	0.148	-0.065	0.060	0.175	0.440	1.000	-0.144	-0.046	-0.317	0.147	-0.093	-0.061	0.243	0.195	0.051	-0.080	0.441
ph_2_bt	0.121	0.233	0.102	0.159	-0.098	-0.144	1.000	-0.016	0.170	0.093	0.289	-0.122	-0.136	0.032	-0.234	-0.284	0.018
ph_cultivo_bt	-0.411	-0.564	-0.057	0.042	-0.209	-0.046	-0.016	1.000	-0.150	-0.550	-0.054	0.640	-0.256	-0.161	0.112	-0.071	-0.358
pres_bio_bt	-0.311	0.374	-0.016	0.128	-0.648	-0.317	0.170	-0.150	1.000	0.086	0.210	-0.336	-0.141	0.052	0.059	0.224	-0.429
pres_par_O2_1_bt	0.528	0.589	-0.072	-0.071	0.370	0.147	0.093	-0.550	0.086	1.000	0.220	-0.629	0.385	0.270	-0.251	-0.148	0.541
pres_par_O2_2_bt	0.100	0.239	0.145	0.018	-0.162	-0.093	0.289	-0.054	0.210	0.220	1.000	-0.167	-0.141	0.085	-0.339	-0.245	0.050
pres_parcial_O2_bt	-0.258	-0.587	-0.160	0.056	-0.084	-0.061	-0.122	0.640	-0.336	-0.629	-0.167	1.000	-0.329	-0.345	0.044	-0.137	-0.324
sol_base_bt	0.152	0.152	-0.014	-0.091	0.403	0.243	-0.136	-0.256	-0.141	0.385	-0.141	-0.329	1.000	0.351	0.133	0.189	0.415
temp_bt	0.032	0.073	0.420	-0.012	0.159	0.195	0.032	-0.161	0.052	0.270	0.085	-0.345	0.351	1.000	0.104	0.206	0.263
total_antiespumante_bt	-0.418	-0.332	-0.015	0.004	-0.113	0.051	-0.234	0.112	0.059	-0.251	-0.339	0.044	0.133	0.104	1.000	0.658	-0.198
total_sol_base_bt	-0.423	-0.198	0.033	-0.076	-0.336	-0.080	-0.284	-0.071	0.224	-0.148	-0.245	-0.137	0.189	0.206	0.658	1.000	-0.324
vel_agitacion_bt	0.596	0.276	0.072	-0.030	0.819	0.441	0.018	-0.358	-0.429	0.541	0.050	-0.324	0.415	0.263	-0.198	-0.324	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	f_h_bt	pres_bio_bt	pres_par_O2_2_bt	peso_bt	ph_1_bt	ph_2_bt	total_antiespumante_bt	total_sol_base_bt	pres_parcial_O2_bt	ph_cultivo_bt	temp_bt	id_bio
0	2023-03-14 23:00:00+00:00	480.0	NaN	-20.000000	1.56356	-0.011332	27.280002	1486.330176	655.892432	799.623975	18.163524	13169
1	2023-03-14 23:15:00+00:00	480.0	NaN	-17.335388	1.56356	-0.011332	27.280002	1486.330176	655.892432	799.623975	18.102256	13169
2	2023-03-14 23:30:00+00:00	480.0	NaN	-20.035917	1.56356	-0.011332	27.280002	1486.330176	655.892432	799.623975	18.070250	13169
3	2023-03-14 23:45:00+00:00	480.0	NaN	-20.260454	1.56356	-0.011332	27.280002	1486.330176	655.892432	799.623975	18.004430	13169
4	2023-03-15 00:00:00+00:00	480.0	NaN	-20.399136	1.56356	-0.011332	27.280002	1486.330176	655.892432	799.623975	18.020433	13169
5	2023-03-15 00:15:00+00:00	480.0	NaN	-20.400000	1.56356	-0.011332	27.280002	1480.795851	655.892432	799.623975	17.924498	13169
6	2023-03-15 00:30:00+00:00	480.0	NaN	-17.829069	1.56356	-0.011332	27.280002	361.983921	655.892432	799.623975	17.928987	13169
7	2023-03-15 00:45:00+00:00	480.0	NaN	-20.400000	1.56356	-0.011332	22.340042	1486.330176	655.892432	799.623975	17.940428	13169
8	2023-03-15 01:00:00+00:00	480.0	NaN	-20.400000	1.56356	-0.011332	27.280002	1486.330176	655.892432	799.623975	17.847360	13169
9	2023-03-15 01:15:00+00:00	480.0	NaN	-20.400000	1.56356	-0.011332	27.280002	1486.330176	655.892432	799.623975	17.715718	13169

	f_h_bt	pres_bio_bt	pres_par_O2_2_bt	peso_bt	ph_1_bt	ph_2_bt	total_antiespumante_bt	pres_parcial_O2_bt	ph_cultivo_bt	temp_bt	id_bio
471707	2024-09-10 19:45:00+00:00	480.0	NaN	-6.24	1.248973	-0.342431	29.760001	735.895508	800.03999	15.370399	14618
471708	2024-09-10 20:00:00+00:00	480.0	NaN	-6.24	1.248973	-0.342431	29.760001	735.895508	800.03999	15.272946	14618
471709	2024-09-10 20:15:00+00:00	480.0	0.0	-6.24	1.248973	-0.342431	29.760001	735.895508	800.03999	15.394324	14618
471710	2024-09-10 20:30:00+00:00	480.0	NaN	-6.24	1.248973	-0.342431	29.760001	735.895508	800.03999	15.275258	14618
471711	2024-09-10 20:45:00+00:00	480.0	NaN	-6.24	1.248973	-0.342431	29.760001	735.895508	800.03999	15.231995	14618
471712	2024-09-10 21:00:00+00:00	480.0	NaN	-6.24	1.248973	-0.342431	29.760001	735.895508	800.03999	15.353003	14618
471713	2024-09-10 21:15:00+00:00	480.0	NaN	-6.24	1.248973	-0.342431	29.760001	735.895508	800.03999	15.251117	14618
471714	2024-09-10 21:30:00+00:00	480.0	NaN	-6.24	1.248973	-0.342431	29.760001	735.895508	800.03999	15.239383	14618
471715	2024-09-10 21:45:00+00:00	480.0	NaN	-6.24	1.248973	-0.342431	29.760001	735.895508	800.03999	15.224738	14618
471716	2024-09-10 22:00:00+00:00	480.0	NaN	-6.24	1.248973	-0.342431	29.760001	735.895508	800.03999	15.213614	14618

Overview

Variables

Interactions

Correlations

Missing values

Sample